메뉴 건너뛰기




Volumn 36, Issue 7, 2012, Pages 572-579

Dermoscopic diagnosis of melanoma in a 4D space constructed by active contour extracted features

Author keywords

Abrupt; Diagnosis; Image processing; Regions; Skin lesion features; Symmetry

Indexed keywords

ABRUPT; ACTIVE CONTOURS; AUTOMATED DIAGNOSIS; COMPUTER AIDED METHODS; DATA SETS; DERMOSCOPY; EPILUMINESCENCE MICROSCOPY; F-MEASURE; FEATURES EXTRACTION; GROUND TRUTH; LESION IMAGE; LINEAR CLASSIFIERS; LINEAR SUPPORT VECTOR MACHINES; MALIGNANT SKIN; NONLINEAR CLASSIFIERS; POLYNOMIAL CLASSIFIER; QUANTIFICATION METHODS; REGIONS; SKIN LESION; SVM CLASSIFIERS;

EID: 84865547373     PISSN: 08956111     EISSN: 18790771     Source Type: Journal    
DOI: 10.1016/j.compmedimag.2012.06.002     Document Type: Article
Times cited : (29)

References (30)
  • 1
    • 0027373532 scopus 로고
    • Statistical evaluation of epiluminescence dermoscopy criteria for melanocytic pigmented lesions
    • Steiner K., Binder M., Schemper M., Wolff K., Pehamberger H. Statistical evaluation of epiluminescence dermoscopy criteria for melanocytic pigmented lesions. J Am Acad Dermatol 1993, 29:581-588.
    • (1993) J Am Acad Dermatol , vol.29 , pp. 581-588
    • Steiner, K.1    Binder, M.2    Schemper, M.3    Wolff, K.4    Pehamberger, H.5
  • 2
    • 0028915293 scopus 로고
    • Epiluminescence microscopy: a useful tool for the diagnosis of pigmented skin lesions for formally trained dermatologists
    • Binder M., Schwarz M., Winkler A., Steiner A., Kaider A., Wolff K., Pehamberger H. Epiluminescence microscopy: a useful tool for the diagnosis of pigmented skin lesions for formally trained dermatologists. Arch Dermatol 1995, 131:286-291.
    • (1995) Arch Dermatol , vol.131 , pp. 286-291
    • Binder, M.1    Schwarz, M.2    Winkler, A.3    Steiner, A.4    Kaider, A.5    Wolff, K.6    Pehamberger, H.7
  • 3
    • 9144259109 scopus 로고    scopus 로고
    • Three-point checklist of dermoscopy. A new screening method for early detection of melanoma
    • Soyer H.P., Argenziano G., Zalaudek I., et al. Three-point checklist of dermoscopy. A new screening method for early detection of melanoma. Dermatology 2008, 208:27-31.
    • (2008) Dermatology , vol.208 , pp. 27-31
    • Soyer, H.P.1    Argenziano, G.2    Zalaudek, I.3
  • 4
    • 0032415609 scopus 로고    scopus 로고
    • Epiluminescence microscopy for the diagnosis of doubtful melanocytic skin lesions. Comparison of ABCD rule of dermatoscopy and a new 7-point checklist based on pattern analysis
    • Argenziano G., Fabbrocini G., Carli P., De Giorgi V., Sammarco E., Delfino M. Epiluminescence microscopy for the diagnosis of doubtful melanocytic skin lesions. Comparison of ABCD rule of dermatoscopy and a new 7-point checklist based on pattern analysis. Arch Dermatol 1998, 134:1563-1570.
    • (1998) Arch Dermatol , vol.134 , pp. 1563-1570
    • Argenziano, G.1    Fabbrocini, G.2    Carli, P.3    De Giorgi, V.4    Sammarco, E.5    Delfino, M.6
  • 5
    • 0029853474 scopus 로고    scopus 로고
    • Frequency and morphologic characteristics of invasive melanomas lacking specific surface microscopic features
    • 1996
    • Menzies S., Ingvar C., Crotty K., McCarthy W. Frequency and morphologic characteristics of invasive melanomas lacking specific surface microscopic features. Arch Dermatol 1996, 132:1178-1182. 1996.
    • (1996) Arch Dermatol , vol.132 , pp. 1178-1182
    • Menzies, S.1    Ingvar, C.2    Crotty, K.3    McCarthy, W.4
  • 6
    • 0028293225 scopus 로고
    • The ABCD rule of dermatoscopy: high prospective value in the diagnosis of doubtful melanocytic skin lesions
    • Nachbar F., Stolz W., Merkle T., et al. The ABCD rule of dermatoscopy: high prospective value in the diagnosis of doubtful melanocytic skin lesions. J Am Acad Dermatol 1994, 30(4):551-559.
    • (1994) J Am Acad Dermatol , vol.30 , Issue.4 , pp. 551-559
    • Nachbar, F.1    Stolz, W.2    Merkle, T.3
  • 8
    • 84873325230 scopus 로고    scopus 로고
    • American Academy of Dermatology
    • American Academy of Dermatology, http://www.aad.org/.
  • 9
    • 84873298518 scopus 로고    scopus 로고
    • American Cancer Society. Cancer Facts & Figures Available from: [accessed 26.07.10].
    • American Cancer Society. Cancer Facts & Figures 2010. Available from: [accessed 26.07.10]. http://www.cancer.org/acs/groups/content/@nho/documents/document/acspc-024113.pdf.
    • (2010)
  • 10
    • 84862839474 scopus 로고    scopus 로고
    • Automatic boundary detection and symmetry calculation in dermoscopy images of skin lesions
    • [ISBN: 978-1-4577-1302-6, IEEE Xplore]
    • Sirakov N.M., Mete M., Chakrader N.S. Automatic boundary detection and symmetry calculation in dermoscopy images of skin lesions. IEEE ICIP2011 2011, 1637-1640. [ISBN: 978-1-4577-1302-6, IEEE Xplore].
    • (2011) IEEE ICIP2011 , pp. 1637-1640
    • Sirakov, N.M.1    Mete, M.2    Chakrader, N.S.3
  • 11
    • 72649097515 scopus 로고    scopus 로고
    • An integral active contour model for convex hull and boundary extraction
    • Springer Verlag, G. Bebis (Ed.) Lecture Notes in Computer Science
    • Sirakov N.M., Ushkala K. An integral active contour model for convex hull and boundary extraction. ISVC'2009 2009, vol. 5876:1031-1040. Springer Verlag. G. Bebis (Ed.).
    • (2009) ISVC'2009 , vol.5876 , pp. 1031-1040
    • Sirakov, N.M.1    Ushkala, K.2
  • 12
    • 77957697571 scopus 로고    scopus 로고
    • Application of active contour and density based models for lesion detection in dermoscopy images
    • [ISSN: 1471-2105, 10.07.2010]
    • Mete M., Sirakov N.M. Application of active contour and density based models for lesion detection in dermoscopy images. BMC Bioinform 2010, 11(Suppl 6):S23. [ISSN: 1471-2105, 10.07.2010]. 10.1186/1471-2105-11-S6-S23.
    • (2010) BMC Bioinform , vol.11 , Issue.SUPPL. 6
    • Mete, M.1    Sirakov, N.M.2
  • 15
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • Guyon I., Weston J., Barnhill S., Vapnik V. Gene selection for cancer classification using support vector machines. Machine Learning 2002, 46:389-422.
    • (2002) Machine Learning , vol.46 , pp. 389-422
    • Guyon, I.1    Weston, J.2    Barnhill, S.3    Vapnik, V.4
  • 17
    • 77955736694 scopus 로고    scopus 로고
    • A support vector machine for decision support in melanoma recognition
    • Gilmore S., Hofmann-Wellenhof R., Peter Soyer H. A support vector machine for decision support in melanoma recognition. Exp Dermatol 2010, 19:830-835.
    • (2010) Exp Dermatol , vol.19 , pp. 830-835
    • Gilmore, S.1    Hofmann-Wellenhof, R.2    Peter Soyer, H.3
  • 18
    • 84865570789 scopus 로고    scopus 로고
    • Active contour on the Exact solution of the active convex Hull Model Working with noise
    • Master Degree Thesis, Advisor: N.M. Sirakov, Texas A&M University Commerce, July 01
    • Nara C. Active contour on the Exact solution of the active convex Hull Model Working with noise. Master Degree Thesis, Advisor: N.M. Sirakov, Texas A&M University Commerce, July 01, 2011.
    • (2011)
    • Nara, C.1
  • 20
    • 79951516399 scopus 로고    scopus 로고
    • Fast density-based lesion detection in dermoscopy images
    • Mete M., Kockara S., Aydin K. Fast density-based lesion detection in dermoscopy images. Comput Med Imaging Graph 2011, 35(2):128-136.
    • (2011) Comput Med Imaging Graph , vol.35 , Issue.2 , pp. 128-136
    • Mete, M.1    Kockara, S.2    Aydin, K.3
  • 21
    • 0346670157 scopus 로고    scopus 로고
    • Fitting an ellipse to an arbitrary shape: implications for strain analysis
    • January
    • Mulchrone K.F., Choudhury K.R. Fitting an ellipse to an arbitrary shape: implications for strain analysis. J Struct Geol 2004, 26(January (1)):143-153.
    • (2004) J Struct Geol , vol.26 , Issue.1 , pp. 143-153
    • Mulchrone, K.F.1    Choudhury, K.R.2
  • 25
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: a library for support vector machines
    • Software available from:
    • Chang C.-C., Lin C.-J. LIBSVM: a library for support vector machines. ACM Trans Intell Syst Technol 2011, 2:27:1-27:27. Software available from: http://www.csie.ntu.edu.tw/~cjlin/libsvm.
    • (2011) ACM Trans Intell Syst Technol , vol.2
    • Chang, C.-C.1    Lin, C.-J.2
  • 28
    • 79951512626 scopus 로고    scopus 로고
    • Gradient vector flow with mean shift for skin lesion segmentation
    • March
    • Zhou H., Schaefer G., Celebi M.E., Lin F. Gradient vector flow with mean shift for skin lesion segmentation. Comput Med Imaging Graph 2011, 35(March (2)):121-127.
    • (2011) Comput Med Imaging Graph , vol.35 , Issue.2 , pp. 121-127
    • Zhou, H.1    Schaefer, G.2    Celebi, M.E.3    Lin, F.4
  • 29
    • 79951509665 scopus 로고    scopus 로고
    • A novel method for detection of pigment network in dermoscopic images using graphs
    • March
    • Sadeghi M., Razmara M., Atkins M.S., Lee T.K. A novel method for detection of pigment network in dermoscopic images using graphs. Comput Med Imaging Graph 2011, 35(March (2)):137-143.
    • (2011) Comput Med Imaging Graph , vol.35 , Issue.2 , pp. 137-143
    • Sadeghi, M.1    Razmara, M.2    Atkins, M.S.3    Lee, T.K.4
  • 30
    • 80052809128 scopus 로고    scopus 로고
    • A convex active contour region-based model for image segmentation
    • Springer-Verlag, Berlin, Heidelberg
    • Thieu Q.T., Luong M., Rocchisani J.M., Viennet E. A convex active contour region-based model for image segmentation. Proc. CAIP'11, Part I, LNCS 2011, vol. 6854. Springer-Verlag, Berlin, Heidelberg, pp. 135-143. 10.1007/978-3-642-23672-3_17.
    • (2011) Proc. CAIP'11, Part I, LNCS , vol.6854 , pp. 135-143
    • Thieu, Q.T.1    Luong, M.2    Rocchisani, J.M.3    Viennet, E.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.